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Hybrid Multicast-Unicast Video Streaming over Heterogeneous Cellular Networks

机译:异构蜂窝网络上的混合多播-单播视频流

摘要

The demand for multimedia streaming over mobile networks has been steadily increasing in the past several years. For instance, it has become common for mobile users to stream full TV episodes, sports events, and movies while on the go. Unfortunately, this growth in demand has strained the wireless networks despite the significant increase in their capacities with recent generations. It has also caused a significant increase in the energy consumption at mobile terminals. To overcome these challenges, we first present a novel hybrid unicast and multicast streaming algorithm to minimize the overall energy consumption of mobile terminals as well as the traffic load within cellular networks. Next, we introduce the idea of dynamically configuring cells in mobile networks to form single frequency networks based on the video popularity and user distribution in each cell. We formulate the transmission scheduling problem in such complex networks, and we then present optimal and heuristic solutions to maximize the number of served multimedia streams. Through detailed packet-level simulations, we assess the performance of the aforementioned algorithms with respect to the average service ratio, energy saving, video quality, frame loss rate, initial buffering time, rate of re-buffering events, and bandwidth overhead. Finally, we extend our research to formulate the transmission scheduling problem for adaptive streaming in the emerging heterogeneous cellular networks. We propose an algorithm for the cells in a heterogeneous network to self organize their radio resource allocations in order to minimize the inter-cell interference and increase the average data rate received by mobile terminals. Then we evaluate its performance through extensive simulations of various heterogeneous configurations.
机译:在过去的几年中,对通过移动网络进行多媒体流传输的需求一直在稳定增长。例如,移动用户在旅途中流式传输完整的电视节目,体育赛事和电影已变得很普遍。不幸的是,尽管最近几代无线网络的容量大大增加,但这种需求的增长使无线网络紧张。这也导致移动终端的能量消耗显着增加。为了克服这些挑战,我们首先提出一种新颖的混合单播和多播流算法,以最大程度地减少移动终端的总体能耗以及蜂窝网络中的流量负载。接下来,我们介绍了基于每个单元中的视频受欢迎程度和用户分布,在移动网络中动态配置单元以形成单频网络的想法。我们在这种复杂的网络中制定了传输调度问题,然后提出了最佳的启发式解决方案,以最大化所服务的多媒体流的数量。通过详细的数据包级仿真,我们在平均服务比率,节能,视频质量,帧丢失率,初始缓冲时间,重新缓冲事件的速率和带宽开销方面评估了上述算法的性能。最后,我们扩展我们的研究,以制定新兴异构蜂窝网络中自适应流的传输调度问题。我们提出了一种异构网络中的小区自组织其无线电资源分配的算法,以最小化小区间干扰并提高移动终端接收的平均数据速率。然后,我们通过对各种异构配置的广泛仿真来评估其性能。

著录项

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    Almowuena Saleh Abdullah;

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  • 年度 2016
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